8 datasets found

Formats: JSON Tags: gender

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  • BIOS

    The dataset used in the paper is the BIOS, which is a comprehensive biomedical knowledge graph including diseases, symptoms, medications, surgeries, and non-surgical treatments.
  • Gender Stereotypes Dataset

    A dataset for measuring the extent to which language-and-vision language models use the visual signal in the presence or absence of gender stereotypes.
  • FairFace

    FairFace is a dataset of face images for fairness audit and evaluation, intentionally constructed to be approximately racially balanced.
  • IJB-C

    The dataset used in the FairFace Challenge at ECCV 2020 is a reannotated version of IJB-C [37] database enriched by newly collected 12,549 public domain images.
  • Adult income dataset

    The UCI Adult income dataset is used for causal estimation and fair classification tasks. The dataset contains information about age, gender, occupation, marital status,...
  • Adult dataset

    A commonly observed pattern in machine learning models is an underprediction of the target feature, with the model’s predicted target rate for members of a given category...
  • German Credit

    Each node is a client in a German bank, while each edge between any two clients represents that they bear similar credit accounts. Here the gender of bank clients is considered...
  • MSCOCO

    Human Pose Estimation (HPE) aims to estimate the position of each joint point of the human body in a given image. HPE tasks support a wide range of downstream tasks such as...
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